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django-rest-framework

DRF tutorial

django_spider

django_spider project

djangoencode

update and process files

douban_spider

豆瓣网站的爬虫代码和词云图的可视化

evil.js

Use with caution

examples-of-web-crawlers

python爬虫例子,对新手比较友好。淘宝模拟登录,淘宝商品爬虫,淘宝我已购买的宝贝爬虫,天猫商品爬虫,每天不同时间段通过微信发消息提醒女友,爬取5K分辨率超清唯美壁纸,爬取豆瓣排行榜电影数据(含GUI界面版),多线程+代理池爬取天天基金网、股票数据(无需使用爬虫框架),一键生成微信个人专属数据报告(了解你的微信社交历史)

facialrecognition

Facial Recognition on Age Detection

fast-bert

Super easy library for BERT based NLP models

fastai_in_colab

I'll be working through the Fast.ai courses entirely in Google Colab notebooks. I'll publish them here!

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报

glassdoorscrape

Web Scraping from Glassdoor Website

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hangzhou_house_knowledge

2017年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜

headlines

home-credit-16-solution

home-credit-default-risk

Kaggle home credit default risk competition

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

interactive-coding-challenges

Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

kaggle--expedia-hotel-recommendations

Expedia Hotel Recommendations Model

kaggle-avazu

2nd place solution for Avazu click-through rate prediction competition

kaggle-carvana-image-masking-challenge

kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

kaggle-home-credit-default-risk

Ranked 10/7198 (Top 1%) One of the models used in Kaggle Home Credit Default Risk.

kaggle-hpa

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

kaggle-malware-classification

Kaggle "Microsoft Malware Classification Challenge". 6th place solution

kaggle-past-solutions

A searchable compilation of Kaggle past solutions

kaggle-quora-dup

Solution to Kaggle's Quora Duplicate Question Detection Competition